{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 局部增强（Local Enhancement）"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 局部增强公式\n",
    "\n",
    "$$\n",
    "g(x,y) = k\\frac{M}{\\sigma(x, y)}[f(x,y) - m(x,y)]+m(x,y)\n",
    "$$\n",
    "\n",
    "其中$m(x,y)$和$\\sigma(x,y)$表示以像素$(x,y)$为中心的邻域内的灰度均值和灰度均方差值；$M$表示图片的平均灰度值。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "局部增强（Local Enhancement）\n",
    "img:         二维图像矩阵，灰度图片，可以使用matplotlib库的imread读取图片；\n",
    "halfwidth:   0~img宽度的一半，选取局部区域的宽度的一半；\n",
    "halfheight:  0~img高度的一半，选取局部区域的高度的一半；\n",
    "k:           0~1，比例常数；\n",
    "返回值:      二维图像矩阵，局部增强后的图片。\n",
    "'''\n",
    "def localEnhancement(img, halfwidth, halfheight, k=0.2):\n",
    "    h, w = img.shape\n",
    "    if halfwidth > int(w / 2) or halfheight > int(h / 2):\n",
    "        raise Exception(\"Parameters halfwidth and halfheight error!\")\n",
    "    \n",
    "    result_img = np.array(img, copy=True)\n",
    "    M = np.mean(img)\n",
    "    for y in range(halfheight, h - halfheight):\n",
    "        for x in range(halfwidth, w - halfwidth):\n",
    "            local_area = img[y-halfheight:y+halfheight+1, x-halfwidth:x+halfwidth+1]\n",
    "            m = np.mean(local_area)\n",
    "            std = np.std(local_area)\n",
    "            result_img[y, x] = k * M / std * (img[y, x] - m) + m\n",
    "    return result_img            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img = plt.imread(\"../../src/Lenna.jpg\")\n",
    "img = 0.3 * img[:,:,0] + 0.59 * img[:,:,1] + 0.11 * img[:,:,2]\n",
    "\n",
    "img_transformed = localEnhancement(img, 10, 10, k=0.2)\n",
    "\n",
    "plt.subplot(121), plt.imshow(img, \"gray\"), plt.title(\"Original Image\"), plt.axis(\"off\")\n",
    "plt.subplot(122), plt.imshow(img_transformed, \"gray\"), plt.title(\"Local Enhancement\"), plt.axis(\"off\")\n",
    "plt.subplots_adjust(top=1.0, right=1.5)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
